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CITATIONS.bib
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# The CoachAI Badminton Environment (AAAI-24 Demo)
@inproceedings{CoachAI_Environment_Demo,
author = {Kuang{-}Da Wang and
Yu{-}Tse Chen and
Yu{-}Heng Lin and
Wei{-}Yao Wang and
Wen{-}Chih Peng},
title = {The CoachAI Badminton Environment: Bridging the Gap Between a Reinforcement Learning Environment and Real-World Badminton Games},
booktitle = {{AAAI Demo}},
pages = {23844--23846},
publisher = {{AAAI} Press},
year = {2024}
}
# The CoachAI Badminton Environment (AAAI-24 SA)
@inproceedings{CoachAI_Environment_SA,
author = {Kuang{-}Da Wang and
Wei{-}Yao Wang and
Yu{-}Tse Chen and
Yu{-}Heng Lin and
Wen{-}Chih Peng},
title = {The CoachAI Badminton Environment: A Novel Reinforcement Learning Environment with Realistic Opponents (Student Abstract)},
booktitle = {{AAAI}},
pages = {23679--23681},
publisher = {{AAAI} Press},
year = {2024}
}
# ShuttleSet (KDD-23)
@inproceedings{ShuttleSet,
author = {Wei{-}Yao Wang and
Yung{-}Chang Huang and
Tsi{-}Ui Ik and
Wen{-}Chih Peng},
title = {ShuttleSet: {A} Human-Annotated Stroke-Level Singles Dataset for Badminton
Tactical Analysis},
booktitle = {{KDD}},
pages = {5126--5136},
publisher = {{ACM}},
year = {2023}
}
# CoachAI-Challenge-IJCAI2023, ShuttleSet22 (IT4PSS @ IJCAI-23)
@article{ShuttleSet22,
author = {Wei{-}Yao Wang and
Wei{-}Wei Du and
Wen{-}Chih Peng},
title = {ShuttleSet22: Benchmarking Stroke Forecasting with Stroke-Level Badminton
Dataset},
journal = {CoRR},
volume = {abs/2306.15664},
year = {2023}
}
# Movement Forecasting (AAAI-23)
@inproceedings{DyMF_Badminton,
author = {Kai{-}Shiang Chang and
Wei{-}Yao Wang and
Wen{-}Chih Peng},
title={Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton},
publisher = {{AAAI} Press},
booktitle = {{AAAI}},
year={2023},
pages={6998-7005}
}
# Strategic Environment (AAAI-23 Student Abstract)
@inproceedings{Badminton_Environment,
author = {Li{-}Chun Huang and
Nai{-}Zen Hsueh and
Yen{-}Che Chien and
Wei{-}Yao Wang and
Kuang{-}Da Wang and
Wen{-}Chih Peng},
title={A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract)},
publisher = {{AAAI} Press},
booktitle = {{AAAI}},
year={2023},
pages={16232-16233}
}
# Stroke Forecasting (AAAI-22)
@inproceedings{ShuttleNet_Badminton,
author = {Wei{-}Yao Wang and
Hong{-}Han Shuai and
Kai{-}Shiang Chang and
Wen{-}Chih Peng},
title = {ShuttleNet: Position-Aware Fusion of Rally Progress and Player Styles
for Stroke Forecasting in Badminton},
booktitle = {{AAAI}},
pages = {4219--4227},
publisher = {{AAAI} Press},
year = {2022}
}
# Shot Influence and Extension Work (ICDM-21, ACM TIST)
@inproceedings{ICDM_Badminton,
author = {Wei{-}Yao Wang and
Teng{-}Fong Chan and
Hui{-}Kuo Yang and
Chih{-}Chuan Wang and
Yao{-}Chung Fan and
Wen{-}Chih Peng},
title = {Exploring the Long Short-Term Dependencies to Infer Shot Influence
in Badminton Matches},
booktitle = {{ICDM}},
pages = {1397--1402},
publisher = {{IEEE}},
year = {2021}
}
@article{ShuttleScorer_Badminton,
author = {Wang, Wei-Yao and Chan, Teng-Fong and Peng, Wen-Chih and Yang, Hui-Kuo and Wang, Chih-Chuan and Fan, Yao-Chung},
title = {How Is the Stroke? Inferring Shot Influence in Badminton Matches via Long Short-Term Dependencies},
year = {2022},
issue_date = {February 2023},
publisher = {Association for Computing Machinery},
volume = {14},
number = {1},
issn = {2157-6904},
url = {https://doi.org/10.1145/3551391},
doi = {10.1145/3551391},journal = {ACM Trans. Intell. Syst. Technol.},
month = {nov},
articleno = {7},
numpages = {22}
}
# Visualization Platform (PEJ-20)
@article{Wang2020badminton,
title={Badminton Coach AI: A Badminton Match Data Analysis Platform Based on Deep Learning},
author={Wei-Yao Wang and Kai-Shiang Chang and Teng-Fong Chen and Chih-Chuan Wang and Wen-Chih Peng and Chih-Wei Yi},
journal={Physical Education Journal},
volume={53},
number={2},
pages={201--213},
year={2020},
publisher={National Society of Physical Education of the Republic of China}
}